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基于贪婪思想的二阶段无线传感器网络定位算法

孟颍辉 陈剑 闻英友 赵宏

电子学报Issue(2):328-334,7.
电子学报Issue(2):328-334,7.DOI:10.3969/j.issn.0372-2112.2014.02.018

基于贪婪思想的二阶段无线传感器网络定位算法

Two-Stage Localization Algorithm Based on Greedy Idea for Wireless Sensor Networks

孟颍辉 1陈剑 1闻英友 1赵宏1

作者信息

  • 1. 东北大学信息科学与工程学院,辽宁沈阳 110819
  • 折叠

摘要

Abstract

Using optimization algorithm to solve the node localization problem has become a research focus .This paper makes deep analysis on the distance relationship between two successive localization results and designs a neighborhood function , and then proposes the greedy localization algorithm based on greedy idea .The proposed algorithm is divided into two phases .In the first phase ,a set of estimated positions is generated based on the greedy iterative optimization .In the second phase ,some unknown nodes will be elevated to anchor nodes ,and the first phase is executed again .The second phase is repeated until there is no node that can be elevated to an anchor node .Finally ,the experimental results show the proposed algorithm achieves more accurate result and take less time than the existing optimization localization algorithms .

关键词

节点定位/优化算法/邻域函数/贪婪思想/迭代优化

Key words

node localization/optimization algorithm/neighborhood function/greedy idea/iterative optimization

分类

信息技术与安全科学

引用本文复制引用

孟颍辉,陈剑,闻英友,赵宏..基于贪婪思想的二阶段无线传感器网络定位算法[J].电子学报,2014,(2):328-334,7.

基金项目

国家自然科学基金(No .60903159,No .61173153);中央高校基本科研业务费(No .110818001,No .100218001,No .110404014,No .110318001);沈阳市科技计划项目(No .1091176-1-00);中国博士后科学基金 ()

电子学报

OA北大核心CSCDCSTPCD

0372-2112

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